STAT579 STATISTICAL PATTERN RECOGNITION
| Course Code: |
2460579 |
| METU Credit (Theoretical-Laboratory hours/week): |
3(3-0) |
| ECTS Credit: |
8.0 |
| Department: |
Statistics |
| Language of Instruction: |
English |
| Level of Study: |
Graduate |
| Course Coordinator: |
Prof.Dr. ÝNCÝ BATMAZ |
| Offered Semester: |
Fall and Spring Semesters. |
Course Content
Bayesian decision analysis. Supervised learning methods: neural networks. linear discriminant analysis. kernel methods. regression and model tree algorithms. nearest neighbor. Unsupervised learning methods: flat and hierarchical clustering. and graphical models.
